Xinghai Sun

Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI

We consider the problem of multi-agent reinforcement learning (MARL) in video game AI, where the agents are located in a spatial grid-world environment and the number of agents varies both within and across episodes. The challenge is to flexibly control an arbitrary number of agents while achieving…